AI Visibility for ecommerce · Shopify Plus & Magento 2

Be visible where buyers now ask.

AVOS makes ecommerce brands appear, parse, and convert across ChatGPT, Perplexity, Google AI Overviews and Claude — on the stacks we already build.

ChatGPTPerplexityGeminiClaude
Which store does AI name in my category?

Real answers ChatGPT, Perplexity and Gemini give — pulled from our weekly AI-visibility tracker — appear here.

Weekly tracker

Trusted by

6 of 50+ shipped. Every logo links to the case.

Also shipped for: BioLife Group, Medivita, Dragonfly APAC

The shift

Buyers ask AI before they ever visit your store.

01

They ask, not search.

“Best B2B supplier for…” goes to ChatGPT or Perplexity first. Ten blue links are no longer the shortlist.

02

AI reads data, not design.

Schema, feeds and page text decide what an engine says about you. A beautiful theme doesn't help if the data disagrees.

03

Unread means unrecommended.

If an engine can't parse your price, stock or brand, it names someone else. Quietly.

How we work

Four steps. Receipts, not promises.

01

Audit

Paste your URL. We fetch HTML, run PageSpeed, detect your stack. AI grades 5 dimensions in 5 minutes.

Output: 5-dim report · revenue-prioritized
02

Scope

30-min call. We pick the 3 fixes with the highest revenue impact. Fixed price. No retainer trap.

Output: SOW · price · timeline
03

Ship

Daily commits. Weekly demo. One Slack channel. You see the work as it happens, on your staging env.

Cadence: daily PR · weekly demo
04

Verify

We measure the before/after. If the lift isn't real, you don't pay the success fee. Receipts, not promises.

Proof: GA · CVR delta · receipts

Proof, measured weekly

AI Visibility, in public.

Every client's share of voice across AI engines, re-checked each week. Click a row for the full case.

The weekly share-of-voice table appears here as soon as tracker data is imported.

0
Stores checked with MARS
50+
Ecommerce projects shipped

Who it's for

Brands, and the agencies behind them.

Ecommerce brands

You sell on Shopify Plus or Magento 2.

You want to be the name AI gives when a buyer asks for your category — and you want the numbers to prove it.

Start with an audit
Agencies · white-label

Your clients are asking about AI search.

Offer AI Visibility under your brand. We run the audit, fixes and weekly tracking; you keep the relationship.

Learn about white-label

Learn

What's changing, and what we've learned.

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AI Watch/news →
Sep 28, 2026 · OpenAI · Bots documentation

Blocking "AI bots" is now blocking the ones that would cite you

So what: You can keep your content out of model training and still be eligible to get cited, but only if you let the search bots in. Roughly a quarter of ecommerce sites are accidentally blocking these at the CDN and don't know it. If the citation bot can't reach your page, you're not in the answer, full stop.

Sep 28, 2026 · Shopify · How agentic commerce works

Shopify Plus now exposes your catalog to AI agents by default

So what: The agent reads your live product record, not a marketing page. Whatever sits in the variant, the inventory field and the metafields is what it uses to answer and to build the cart. A gap there, like a missing size or a wrong stock count, becomes the agent's answer.

Sep 28, 2026 · Perplexity · Shop like a Pro

Perplexity's merchant program charges 0% and funds the shipping itself

So what: A clean, current feed is the whole entry ticket. If your price, availability and variants are right, you're eligible to be the recommended product for free. If they're stale, you're either invisible or Perplexity quotes a wrong number to a buyer who's one click from paying.

Field notes
migrationThe Migration Number Nobody Reconcilesai-visibilityHow to Measure Your Share of Voice in AI Answersstructured-dataWhen Two Schema Graphs Collide, AI Drops Your Brandagentic-commerceWhy AI Agents Say You're Out of Stock When You're Notai-visibility0 to 45% Share of Voice in AI Answers: A CaseAll 43 field notes

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Can AI read your store? Check it now.

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LN

Leo Nguyen, founder. 10+ years and 50+ ecommerce builds on Shopify Plus, Magento 2 and Next.js. The person who scopes your project is the person doing the work.